Molecular Machine Learning at Scale - Lessons from the OGB Large Scale Challenge

Molecular Machine Learning at Scale - Lessons from the OGB Large Scale Challenge

Valence Labs via YouTube Direct link

- Lesson 1: Message Passing Remains Promising for Molecular ML

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- Lesson 1: Message Passing Remains Promising for Molecular ML

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Molecular Machine Learning at Scale - Lessons from the OGB Large Scale Challenge

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  1. 1 - Intro
  2. 2 - OGB Large Scale Challenge: NeurIPS 2022
  3. 3 - Lesson 1: Message Passing Remains Promising for Molecular ML
  4. 4 - Lesson 2: Speed is Key to Success
  5. 5 - IPU Acceleration: Democratizing Speed
  6. 6 - Lesson 3: Datasets Need to be Much Larger

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